Content and creative · Product demonstration

Visual generation: turn content requirements into a deliverable image

Define dimensions, exact copy, brand constraints, and intended use, then generate a visual that can be previewed, downloaded, and revised.

Published Sep 2, 2026 · Reviewed by OpenMira Product Team · Real product interface · No customer identity or performance claim

Task input

What was provided and what had to be delivered

An educational product graphic with exact copy, data, layout, color, and prohibited-element requirements.

Before execution, the workspace confirms the goal, source scope, and delivery format. Missing required information remains visible as a needs-confirmation item.

Execution plan

How the task was decomposed before execution

01Capture the intended use and exact required textCompleted
02Confirm dimensions, hierarchy, and visual styleCompleted
03Generate the image and open the previewCompleted
04Check copy and composition before downloading or revisingCompleted

Execution record

What was completed at each step

01Completed

Extract hard constraints

Turn exact copy, data, dimensions, layout, colors, and prohibited elements into requirements that cannot be omitted.

Visible evidence: Visual requirement checklist

02Completed

Structure the generation brief

Define information hierarchy, whitespace, typography, and brand colors while separating exact text from style language.

Visible evidence: Structured generation brief

03Completed

Generate and preview

Submit the image task, place the finished PNG in the file panel, and display the complete visual in the preview area.

Visible evidence: PNG result and preview

04Completed

Inspect before delivery

Review exact copy, all numbers, composition, brand constraints, and prohibited elements before download or revision.

Visible evidence: Copy and composition review record

The public case shows reviewable task actions, states, and delivery evidence. It does not expose hidden chain-of-thought, user identity, or third-party account credentials.

Verification

What was checked before delivery

CheckedExact copy is checked character by character
CheckedData, brand rules, and prohibited elements are reviewed
CheckedSource-material rights are confirmed before publication

Delivery

Final result and complete product interface

Downloadable PNG image
In-task preview
Generation record
Original requirements preserved for revision

CS FLOW AI image-generation result showing a finished educational visual. Open full-size image ↗

Case references

Official rules and primary source material

These sources support the case method, boundaries, or facts. Their inclusion does not imply endorsement of CS FLOW AI.

Measures for Labeling AI-Generated and Synthetic ContentCyberspace Administration of China

Start with your own source material

Open the workspace, upload a file, or describe the result you need.

Open workspace →

Continue with: Homework answers to grading and a correction plan

Match questions with student answers, explain each error, and turn the review into focused next-step practice.

View case